François Desbouvries

 

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Address

:

Telecom SudParis (ex INT)
CITI dpt. & CNRS UMR 5157
9, Rue Charles Fourier
91011 Evry Cedex – France

Room

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D 202

Phone

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+(33.1) 60.76.45.27

Fax

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+(33.1) 60.76.44.33

E-mail

:

Francois.Desbouvries@it-sudparis.eu

Professor

 

version française

Research activities and Curriculum Vitæ

François Desbouvries received the Engineer Degree in Telecommunications (1987), the Ph.D. degree in Signal and Image Processing (1991), both from Telecom ParisTech, Paris, France, and the Habilitation à Diriger des Recherches (HDR) in Signal Processing from the Université de Marne la Vallée, France (2001). Since 1991, he has been with Telecom SudParis, where he is currently a full Professor. He has been an IEEE Senior Member since 2007 and is presently serving as an associate editor of IEEE Transactions on Signal Processing. His research interests are in statistical signal processing.

Recent Publications

     Some of the publications below have appeared in an IEEE journal or conference record. By allowing you to download them, I am required to post the
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Books or book chapters


F. Desbouvries, "Systèmes linéaires multivariables", chapter 5 of Signaux aléatoires : Modélisation, Estimation, Détection, M. Guglielmi, ed., IC2, Hermès, Paris, 2004 (in French).

Journal articles

·  R. Lamberti, Y. Petetin, F. Desbouvries and F. Septier, “Semi-independent resampling for particle filtering”, IEEE Signal Processing Letters, vol. 25, n° 1, pp. 130-134, January 2018

·  R. Lamberti, Y. Petetin, F. Desbouvries and F. Septier, “Independent resampling sequential Monte Carlo algorithms”, IEEE Transactions on Signal Processing, Vol. 65, N. 20, pp. 5318-5333, October 2017

·  Y. Petetin and F. Desbouvries, “Bayesian Conditional Monte Carlo Algorithms for non linear time-series state estimation”, IEEE Transactions on Signal Processing, Vol. 63, N. 14, pp. 3586-98, July 2015

·  N. Abbassi, S. Derrode, F. Desbouvries, Y. Petetin and W. Pieczynski, « Filtrage statistique optimal rapide dans des systèmes linéaires à sauts non stationnaires », Traitement du signal, Vol. 31, N. 3-4/2014, pp. 339-61, 2014 (in French)

·  Y. Petetin and F. Desbouvries, “A class of fast exact Bayesian filters in dynamical models with jumps”, IEEE Transactions on Signal Processing, Vol. 62, N. 14, pp. 3643-53, 2014

·  Y. Petetin, M. Morelande and F. Desbouvries, “Marginalized particle PHD Filters for multiple object Bayesian filtering”, IEEE Transactions on Aerospace and Electronic Systems, Vol. 50, N. 2, pp. 1182-96, 2014

·  Y. Petetin and F. Desbouvries, “Optimal SIR algorithm vs. fully adapted auxiliary particle filter: a non asymptotic analysis”, Statistics and Computing, Volume 23, Issue 6, pp 759-775, November 2013

·  Y. Petetin and F. Desbouvries, “Bayesian Multi-object Filtering for Pairwise Markov Chains”, IEEE Transactions on Signal Processing, Vol. 61, N° 18, pp. 4481-90, September 2013

·  N. Bardel and F. Desbouvries, “Exact Bayesian Prediction in a class of Markov-switching models”, Methodology and Computing in Applied probability, Volume 14, Issue 1, pp 125-134, March 2012

·  B. Ait-el-Fquih and F. Desbouvries, “Fixed-Interval Kalman Smoothing Algorithms in singular state-space systems”, The Journal of Signal Processing Systems, Vol. 65, Issue 3, pp. 469-478, December 2011

·  F. Desbouvries, Y. Petetin and B. Ait-el-Fquih, “Direct, Prediction- and Smoothing-based Kalman and Particle Filter Algorithms”, Signal Processing, Volume 91, Number 8, Pages 2064-2077, August 2011

·  A. Guimarães, B. Ait-El-Fquih and F. Desbouvries, "A Fixed-Lag Particle Smoother for Blind SISO Equalization of Time-Varying Channels", IEEE Transactions on Wireless Communications, Vol. 9, Number 2, pp. 512-16, February 2010

·  B. Ait-el-Fquih and F. Desbouvries, “On Bayesian Fixed-Interval Smoothing Algorithms”, IEEE Transactions on Automatic Control, Vol. 53, Number 10, pp. 2437-42, November 2008

·  B. Ait-el-Fquih and F. Desbouvries, "Kalman filtering in triplet Markov chains", IEEE Transactions on Signal Processing, Vol. 54, Number 8, pp. 2957-63, August 2006

·  F. Desbouvries, J. Lecomte and W. Pieczynski, "Kalman filtering in pairwise Markov trees", Signal Processing, vol. 86, Number 5, pp. 1049-54, May 2006

·  F. Desbouvries and J. Lecomte, "Multiscale Bayesian Restoration in Pairwise Markov Trees", IEEE Transactions on Automatic Control, Vol. 50, N. 8, pp. 1185-1190, August 2005

·  F. Desbouvries, "Non-Euclidean geometrical aspects of the Schur and Levinson-Szegö algorithms", IEEE Transactions on Information Theory, Vol. 49, N. 8, pp. 1992-2003, August 2003

·  F. Desbouvries & W. Pieczynski, "Modèles de Markov Triplet et Filtrage de Kalman", Comptes Rendus de l'Académie des Sciences - Série I, Vol. 336-8, pp. 667-70, 2003

·  W. Hachem, F. Desbouvries & P. Loubaton,  "MIMO channel blind identification in the presence of spatially correlated noise", IEEE Transactions on Signal Processing, Vol. 50, N. 3, pp. 651-61, March 2002

·  W. Hachem, F. Desbouvries & P. Loubaton, "Identification of certain noisy MA models : New results", Systems and Control Letters, Vol. 39, pp. 237-43, 2000

·  F. Desbouvries & P. Loubaton, "On the identification of certain rational transfer functions from truncated autocovariance sequences", IEEE Transactions on Automatic Control, Vol. 44(5), pp. 1078-81, May 1999

·  A. Chevreuil, F. Desbouvries, A. Gorokhov, P. Loubaton & C. Vignat, "Blind equalization in the presence of jammers and unknown noise: Solutions based on second-order cyclostationary statistics", IEEE Transactions on Signal Processing, Vol. 46(1), pp. 259-63, January 1998

·  F. Desbouvries & P. Regalia, "A minimal, rotation-based FRLS lattice algorithm", IEEE Transactions on Signal Processing, Vol. 45(5), pp. 1371-74, May 1997

·  F. Desbouvries, "Unitary Hessenberg and state-space model based methods for the harmonic retrieval problem", IEE Proceedings on Radar, Sonar and Navigation, Vol. 143(6), pp. 346-48, December 1996

·  F. Desbouvries, "Trigonométrie sphérique, identité de Yule entre PARCORs et algorithmes MCRR", Traitement du Signal, Vol. 13(4), pp. 303-18, December 1996 (in French)

·  F. Desbouvries, I. Fijalkow & P. Loubaton, "On the identification of certain noisy MA models", IEEE Transactions on Automatic Control , Vol. 41(12), pp. 1810-14, December 1996

·  F. Desbouvries, "Spherical trigonometry, Yule's PARCOR identity and FRLS fully-normalized lattice", IEEE Transactions on Signal Processing, Vol. 44(2), pp. 427-30, February 1996

·  P. Regalia & F. Desbouvries, "Displacement structures of covariance matrices, lossless systems and numerical algorithm design", SIAM Journal on Matrix Analysis and Applications, Vol. 16(2), pp. 536-64, Avril 1995

Conference articles

 

·  R. Lamberti, Y. Petetin, F. Septier  and F. Desbouvries, « Rééchantillonnage indépendant et semi-indépendant pour le filtrage particulaire », Actes du 26ème colloque Gretsi, Juan-les-Pins, France, 8-11 septembre 2017 (in French)

·  R. Lamberti, Y. Petetin, F. Septier & F. Desbouvries,  « An improved SIR-based sequential Monte Carlo algorithm », Proceedings of the 19th IEEE workshop on statistical signal processing (SSP ’16), Palma de Majorca, Spain, June 26-29, 2016

·  R. Lamberti, Y. Petetin, F. Septier & F. Desbouvries, « Particle filters with independent resampling », Proceedings of the 41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP ’16), Shanghai, China, March 20-25, 2016

·  Y. Petetin & F. Desbouvries, « Un algorithme d’estimation non supervisée dans des modèles Markoviens à sauts », Actes du 25ème colloque Gretsi, Lyon, France, 8-11 septembre 2015 (in French)

·  Y. Petetin & F. Desbouvries, « Exact Bayesian estimation in constrained triplet Markov chain », Proceedings of the 24th IEEE International Workshop on Machine Learning for Signal processing (MLSP ’14), Sept. 21-24, Reims, France, 2014

·  Yohan Petetin & François Desbouvries, « Un nouvel algorithme de filtrage dans les modèles de Markov à saut linéaires et Gaussiens », actes du 24ème colloque Gretsi, Brest, France, 3-6 septembre 2013 (in French)

·  Yohan Petetin, Mark Morelande et François Desbouvries, « Filtrage particulaire marginalisé pour la poursuite multi-objets », Actes du 24ème colloque Gretsi, Brest, France, 3-6 septembre 2013 (in French)

·  W. Pieczynski, S. Derrode, N. Abassi, Y. Petetin and F. Desbouvries, « Exact optimal filtering in an approximating switching system », Actes du colloque Traitement et analyse de l’information - Méthodes et Applications (TAIMA), Hammamet, Tunisie, 13-18 Mai 2013

·  Y. Petetin and F. Desbouvries, « Marginalized PHD Filters for Multi-Target Filtering », Proceedings of the 11th International Conference on Information Sciences, Signal Processing and their Applications (ISSPA2012), Montreal, Quebec, Canada, July 3-5, 2012

·  Y. Petetin and F. Desbouvries, « A Mixed GM/SMC Implementation of the Probability Hypothesis Density Filter », Proceedings of the 11th International Conference on Information Sciences, Signal Processing and their Applications (ISSPA2012), Montreal, Quebec, Canada, July 3-5, 2012

·  Y. Petetin and F. Desbouvries, « Multi-object Filtering for Pairwise Markov Chains », Proceedings of the 11th International Conference on Information Sciences, Signal Processing and their Applications (ISSPA2012), Montreal, Quebec, Canada, July 3-5, 2012

·  Y. Petetin and F. Desbouvries, « Further Rao-Blackwellizing an Already Rao-Blackwellized Algorithm for Jump Markov State Space Systems », Proceedings of the 11th International Conference on Information Sciences, Signal Processing and their Applications (ISSPA2012), Montreal, Quebec, Canada, July 3-5, 2012

·  Y. Petetin and F. Desbouvries, « A Semi-exact Sequential Monte Carlo Filtering Algorithm in Hidden Markov Chains », Proceedings of the 11th International Conference on Information Sciences, Signal Processing and their Applications (ISSPA2012), Montreal, Quebec, Canada, July 3-5, 2012

·  F. Desbouvries, Y. Petetin and E. Monfrini, « Filtrage particulaire optimal et filtrage particulaire auxiliaire adapté : une analyse non asymptotique », Actes du 23ème colloque Gretsi, Bordeaux, France, 5-8 septembre 2011 (in French)

·  Y. Petetin and F. Desbouvries, « A Particle Smoothing Implementation of the Fully-Adapted Auxiliary Particle Filter: An Alternative to Auxiliary Particle Filters », Proceedings of the IEEE workshop on Statistical Signal Processing (SSP’11), Nice, France, June 28-30, 2011

·  F. Desbouvries, Y. Petetin and E. Monfrini, « A Non Asymptotical Analysis of the Optimal SIR Algorithm vs. the Fully Adapted Auxiliary Particle Filter », Proceedings of the IEEE workshop on Statistical Signal Processing (SSP’11), Nice, France, June 28-30, 2011

·  F. Desbouvries, Y. Petetin and E. Monfrini, « Optimal SIR algorithm vs. fully-adapted auxiliary particle filter : a matter of conditional independence », Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP’11), Prague, Czech Republic, May 22-27, 2011

·  Y. Petetin and F. Desbouvries, « Direct vs. indirect sequential Monte-Carlo filters », Proceedings of the international conference on Stochastic Modeling Techniques and Data Analysis (SMTDA '10), Chania, Greece, June 8-11, 2010

·  N. Bardel, N. Abbassi, F. Desbouvries, W. Pieczynski and F. Barbaresco, « A Bayesian filtering algorithm in Jump-Markov systems with application to Track-Before-Detect », Proceedings of the IEEE International Radar Conference, Washington DC, USA, May 10-14, 2010

·  N. Bardel and F. Desbouvries, « Exact Bayesian restoration in non-Gaussian Markov-Switching trees », Proceedings of the international conference on Complex Data Modeling and Computationally intensive statistical methods for estimation and prediction (S. Co 2009), Milan, Italy, September 14-16, 2009

·  W. Pieczynski and F. Desbouvries, « Exact Bayesian smoothing in triplet switching Markov chains », Proceedings of the international conference on Complex Data Modeling and Computationally intensive statistical methods for estimation and prediction (S. Co 2009), Milan, Italy, September 14-16, 2009

·  B. Ait-El-Fquih and F. Desbouvries, « Bayesian Fixed-Interval Smoothing Algorithms in singular state-space systems », Proceedings of the IEEE International workshop on Machine Learning for Signal Processing (MLSP’09), Grenoble, France, September 2-4, 2009

·  N. Bardel and F. Desbouvries, « Exact Bayesian Prediction in non-Gaussian Markov-Switching Model », Proceedings of the XIIIth International Conference on Applied Stochastic Models and Data Analysis (ASDMDA), Vilnius, Lithuania, June 30 – July 3, 2009

·  F. Desbouvries and B. Ait-El-Fquih, « Direct, prediction-based and smoothing-based particle filter algorithms », Proceedings of the 4th world conference of the International Association for Statistical Computing (IASC 2008), Yokohama, Japan, December 5-8, 2008

·  F. Desbouvries and B. Ait-El-Fquih, « Direct versus prediction-based particle filter algorithms », Proceedings of the IEEE International workshop on Machine Learning for Signal Processing (MLSP’08), Cancún, Mexico, October 16-19, 2008

·  B. Ait-El-Fquih and F. Desbouvries, “A new particle filtering algorithm with structurally optimal importance function”, Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 08), Las Vegas, NV, March 30 – April 4, 2008

·  A. Guimarães, B. Ait-El-Fquih and F. Desbouvries, “A Fixed-Lag Particle Smoothing algorithm for the Blind Turbo Equalization of Time-Varying Channels”, Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 08), Las Vegas, NV, March 30 – April 4, 2008

·  B. Ait-el-Fquih and F. Desbouvries, "Exact and approximate Bayesian smoothing algorithms in partially observed Markov chains", Proceedings of the IEEE Nonlinear Statistical Signal Processing Workshop (NSSPW'06), Cambridge, UK, September 13-15, 2006

·  F. Desbouvries, "Entropy computation in partially observed Markov chains", Proceedings of the 26th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt'06), Paris, France, July 8-13, 2006

·  B. Ait-el-Fquih and F. Desbouvries, "Bayesian smoothing algorithms in partially observed Markov chains", Proceedings of the 26th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt'06), Paris, France, July 8-13, 2006

·  B. Ait-el-Fquih and F. Desbouvries, "Unsupervised Signal Restoration in Partially Observed Markov Chains", Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 06), Toulouse, France, May 14-19, 2006

·  B. Ait-el-Fquih and F. Desbouvries, "Filtrages de Kalman et particulaire dans les Chaines de Markov Triplet", Actes du 20ème Colloque GRETSI, Louvain-la-Neuve, Belgium, September 6-9, 2005 (in French)

·  B. Ait-el-Fquih and F. Desbouvries, "Bayesian smoothing algorithms in Pairwise and Triplet Markov chains", Proceedings of the 2005 IEEE Workshop on Statistical Signal Processing, Bordeaux, France, July 17-20, 2005

·  W. Pieczynski and F. Desbouvries, "On triplet Markov chains", Proceedings of the International Symposium on Applied Stochastic Models and Data Analysis (ASMDA 2005), Brest, France, May 2005

·  B. Ait-el-Fquih and F. Desbouvries, "Kalman filtering for triplet Markov chains : applications and extensions", Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 05), Philadelphia, USA, March 19-23, 2005

·  J. Lecomte, F. Desbouvries and W. Pieczynski, "A multiscale smoothing algorithm for pairwise Markov trees", Proceedings of the IMA sixth International Conference on Mathematics in Signal Processing, Cirencester, GB, December 2004

·  F. Desbouvries & J. Lecomte, "Multiscale Bayesian Estimation in Pairwise Markov Trees", Proceedings of the European Signal Processing Conference (EUSIPCO'04), Vienna, Austria, September 2004

·  E. Monfrini, J. Lecomte, F. Desbouvries & W. Pieczynski, "Image and Signal Restoration using Pairwise Markov Trees", Proceedings of the 2003 IEEE Workshop on Statistical Signal Processing, St-Louis, MI, September 2003

·  F. Desbouvries & W. Pieczynski , "Particle Filtering in Pairwise and Triplet Markov Chains", Proceedings of the IEEE - EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP 2003), Grado-Gorizia, Italy, June 8-11, 2003

·  F. Desbouvries & W. Pieczynski , "Particle Filtering with Pairwise Markov Processes", Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Hong-Kong, April 2003; presented at the 2003 IEEE Workshop on Statistical Signal Processing, St-Louis, MI, September 2003

·  W. Pieczynski & F. Desbouvries, "Kalman Filtering using Pairwise Gaussian Models

", Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Hong-Kong, April 2003; presented at the 2003 IEEE Workshop on Statistical Signal Processing, St-Louis, MI, September 2003

·  W. Muhammad, E. Grosicki, K. Abed-Meraim, J.P. Delmas & F. Desbouvries, "Uplink versus Downlink Wireless Mobile Positioning in UMTS Cellular Radio Systems", Proceedings of the European Signal Processing Conference (EUSIPCO'02), Toulouse, France, vol. 2, pp 373-376, September 2002

·  F. Desbouvries, "Geometrical aspects of linear prediction algorithms", Proceedings of the International Sympusium on the Mathematical Theory of Networks and Systems (MTNS 2000), Perpignan, France, June 19-23, 2000

·  W. Hachem, F. Desbouvries & P. Loubaton, "Blind Channel estimation for CDMA systems : an induced cyclostationarity approach", Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 00),, Istanbul, June 5-9, 2000

·  F. Desbouvries, "Aspects géométriques d'algorithmes de prédiction linéaire", Actes du 17ème Colloque GRETSI, Vol. 3, pp. 717-20, Vannes, France, 15-19 September 1999 (in French)

·  W. Hachem, F. Desbouvries & P. Loubaton, "Un algorithme d'identification autodidacte multi-entrées / multi-sorties en présence de bruit corrélé spatialement", Actes du 17èmeColloque GRETSI, Vol. 3, pp. 17-20, Vannes, France, 15-19 September 1999 (in French)

·  W. Hachem, F. Desbouvries & P. Loubaton, "On the identification of certain noisy FIR convolutive mixtures", Proceedings of the International Workshop on Independent Component Analysis and Blind Signal Separation (ICA 99), Aussois, France, January 11-15, 1999

·  F. Desbouvries & P. Loubaton, "On the identification of certain rational transfer functions from truncated autocovariance sequences", Proceedings of the International Symposium on the Mathematical Theory of Networks and Systems (MTNS'98), pp. 767-70, Padova, Italy, July 1998

·  F. Desbouvries & P. Loubaton, "Identification autodidacte au second-ordre d'un système multi-entrées/multi-sorties bruité: le cas d'un bruit temporellement blanc et spatialement coloré", Actes du 16ème Colloque GRETSI, pp. 627-30, Grenoble, France, 15-19 September 1997 (in French)

·  F. Desbouvries & P. Regalia, "A minimal Givens rotations-based FRLS lattice algorithm", Signal Processing VIII, Theory and Applications - Proceedings of the European Signal Processing Conference (EUSIPCO'96), Trieste, Italy, Vol.2, pp. 1377-1380, September 1996

·  F. Desbouvries, I. Fijalkow & P. Loubaton, "On the identification of certain noisy MA models", International Sympusium on the Mathematical Theory of Networks and Systems (MTNS'96), St Louis, MI, June 1996

·  F. Desbouvries, "Generalized Split Lattices for a-Stationary Processes", Mathematics in Signal Processing III, IMA Conference Series, Vol. 49, pp. 143-154, Oxford University Press, 1994

·  F. Desbouvries, "A Rotation-based algorithm for computing reflection coefficients", presented at the Special session on time-varying system theory and computational linear algebra, European Conference on Circuit Theory and Design (ECCTD), Davos, CH, Aug. 30 / Sep. 3, 1993; published in : Circuit Theory and Design 93, Proceedings of the 11th ECCTD, Part I, pp. 179-84, H. Dedieu ed., Elsevier, 1993

·  F. Desbouvries, "Recursive Least-Squares Lattices and Trigonometry in the Spherical Triangle", Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'93), Minneapolis, MN , Vol. 3, pp. 404-407, April 1993

 

 

 

 

 

 

 

Invited Conference articles

 

 

 

 

 

 

 

·  F. Desbouvries, "Identification aveugle de canal par méthodes sous-espace", Actes de la 3ème école d'hiver des Télécommunications, Sophia-Antipolis (France), 4-8 décembre 2000 (in French)

 

 

 

 

 

 

 


PhD Theses and Habilitations à Diriger des Recherches

 

 

 

 

 

 

 

·  F. Desbouvries, "Problèmes structurés et algorithmes du second-ordre en Traitement du Signal", Rapport de synthèse présenté en vue d'obtenir l'Habilitation à Diriger des Recherches, Université de Marne-la-Vallée, 22 juin 2001 (in French)